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Ct2fast Falcon 7B Instruct by michaelfeil

 »  All LLMs  »  michaelfeil  »  Ct2fast Falcon 7B Instruct   URL Share it on

  8   
  Arxiv:1911.02150   Arxiv:2005.14165   Arxiv:2104.09864   Arxiv:2205.14135   Arxiv:2306.01116   Ctranslate2 Dataset:tiiuae/falcon-refinedw...   En   Endpoints compatible   Float16   Instruct   Int8   Region:us
Model Card on HF 🤗: https://huggingface.co/michaelfeil/ct2fast-falcon-7b-instruct 

Ct2fast Falcon 7B Instruct Benchmarks

LLME Score: 0.11289
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Ct2fast Falcon 7B Instruct (michaelfeil/ct2fast-falcon-7b-instruct)

Ct2fast Falcon 7B Instruct Parameters and Internals

Model Type 
Causal decoder-only
Use Cases 
Areas:
Chat, Instruction
Applications:
Chatbots, Instruct models
Primary Use Cases:
Chat applications
Limitations:
Not ideal for further fine-tuning, Mainly trained on English data, limited generalizability to other languages
Considerations:
Develop guardrails for production use
Additional Notes 
This is a quantized version. License conditions are intended to be identical to the original Hugging Face repo.
Supported Languages 
English (Primary), French (Secondary)
Training Details 
Data Sources:
Bai ze, GPT4All, GPTeacher, RefinedWeb-English
Data Volume:
250M tokens mixture
Methodology:
Finetuned on instruct/chat datasets
Context Length:
2048
Hardware Used:
32 A100 40GB GPUs in P4d instances
Model Architecture:
Causal decoder-only model with rotary positionnal embeddings, multiquery and FlashAttention
LLM NameCt2fast Falcon 7B Instruct
Repository 🤗https://huggingface.co/michaelfeil/ct2fast-falcon-7b-instruct 
Model Size7b
Required VRAM6.9 GB
Updated2024-12-22
Maintainermichaelfeil
Instruction-BasedYes
Model Files  6.9 GB
Supported Languagesen
Model ArchitectureAutoModel
Licenseapache-2.0
Model Max Length2048
Tokenizer ClassPreTrainedTokenizerFast

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Note: green Score (e.g. "73.2") means that the model is better than michaelfeil/ct2fast-falcon-7b-instruct.

Rank the Ct2fast Falcon 7B Instruct Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241217
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